public static void main(String[] args) throws Exception { KnowledgeSource ks = new OWLFile("../examples/swore/swore.rdf"); AbstractReasonerComponent rc = new ClosedWorldReasoner(ks); rc.init(); ClassLearningProblem lp = new ClassLearningProblem(rc); lp.setClassToDescribe(new OWLClassImpl(IRI.create("http://ns.softwiki.de/req/CustomerRequirement"))); lp.init(); CELOE celoe = new CELOE(lp, rc); celoe.setNoisePercentage(1.0); celoe.setMaxExecutionTimeInSeconds(3); celoe.init(); celoe.start(); List<OWLClassExpression> descriptions = new ArrayList<>(); for (EvaluatedDescription<? extends Score> ed : celoe.getCurrentlyBestEvaluatedDescriptions(100)) { if(((EvaluatedDescriptionClass)ed).getAdditionalInstances().size() > 0){ System.out.println(ed); System.out.println(((EvaluatedDescriptionClass)ed).getAdditionalInstances()); descriptions.add(ed.getDescription()); } if(descriptions.size() == 3) break; } // descriptions.addAll(celoe.getCurrentlyBestDescriptions(2)); // descriptions.add(new NamedClass("http://ns.softwiki.de/req/Requirement")); // descriptions.add(new NamedClass("http://ns.softwiki.de/req/Customer")); DescriptionLinearClassifier dlc = new DescriptionLinearClassifier(lp, rc); dlc.getLinearCombination(descriptions); }
la.setNoisePercentage(25); la.setMaxNrOfResults(100); la.init();
celoe.setHeuristic(heuristic); celoe.setMaxExecutionTimeInSeconds(300); celoe.setNoisePercentage(50); celoe.setMaxNrOfResults(10); celoe.setWriteSearchTree(true);
((CELOE) la).setHeuristic(heuristic); ((CELOE) la).setMaxExecutionTimeInSeconds(1800); ((CELOE) la).setNoisePercentage(80); ((CELOE) la).setMaxNrOfResults(50); ((CELOE) la).setWriteSearchTree(false);
celoe.setHeuristic(heuristic); celoe.setMaxExecutionTimeInSeconds(60*60*12); celoe.setNoisePercentage(80); celoe.setMaxNrOfResults(50); celoe.setSearchTreeFile("log/reactome-minimal.log");
celoe.setHeuristic(heuristic); celoe.setMaxExecutionTimeInSeconds(1800); celoe.setNoisePercentage(80); celoe.setMaxNrOfResults(50); celoe.setWriteSearchTree(true);
la.setNoisePercentage(25); la.init(); startTime = System.currentTimeMillis();
la.setMaxExecutionTimeInSeconds(36000); la.setMaxDepth(30); la.setNoisePercentage(20); la.setMaxNrOfResults(70); la.setWriteSearchTree(true);
celoe.setNoisePercentage(noisePercent); celoe.setMaxNrOfResults(10); celoe.init();
op.setUseCardinalityRestrictions(false); op.setUseHasValueConstructor(true); la.setNoisePercentage(20); la.init(); la.start();
la.setNoisePercentage(100.0); la.setOperator(op); la.init();
setMaxExecutionTimeInSecondsAfterImprovement(celoe.maxExecutionTimeInSecondsAfterImprovement); setMaxNrOfResults(celoe.maxNrOfResults); setNoisePercentage(celoe.noisePercentage);